## Dataset dimensions: 25 rows x 178 columns

Descriptive statistics

Below you’ll find a per-variable summary and relevant plots for the SIV_farms (df3) data set. Character variables are excluded from this analysis.


Outcomes

IAV_positive

Summary statistics:

 Variable: IAV_positive 
 Class: logical
FALSE 11
TRUE 14
Mode: TRUE
Proportion of levels: FALSE 0.44, TRUE 0.56
NA count: 0 

total_samples

Summary statistics:

 Variable: total_samples 
 Class: integer
Min.  5.0
1st Qu.  5.0
Median  5.0
Mean  5.2
3rd Qu.  5.0
Max. 10.0
Variance: 1
Shapiro-Wilk p-value: 0.0000000001214 (not normal)
NA count: 0 

positive_pigs

Summary statistics:

 Variable: positive_pigs 
 Class: integer
Min.  0.00
1st Qu.  0.00
Median  4.00
Mean  2.68
3rd Qu.  5.00
Max. 10.00
Variance: 7.727
Shapiro-Wilk p-value: 0.0001194 (not normal)
NA count: 0 

percent_positive_pigs

Summary statistics:

 Variable: percent_positive_pigs 
 Class: numeric
Min.   0.0
1st Qu.   0.0
Median  80.0
Mean  49.6
3rd Qu. 100.0
Max. 100.0
Variance: 2271
Shapiro-Wilk p-value: 0.00001018 (not normal)
NA count: 0 

min_ct

Summary statistics:

 Variable: min_ct 
 Class: numeric
Min. 19.97
1st Qu. 22.32
Median 27.08
Mean 26.92
3rd Qu. 30.96
Max. 35.29
NA's 11
Variance: 28.01
Shapiro-Wilk p-value: 0.2977 (normal)
NA count: 11 

max_ct

Summary statistics:

 Variable: max_ct 
 Class: numeric
Min. 23.21
1st Qu. 32.36
Median 34.16
Mean 32.86
3rd Qu. 35.18
Max. 36.30
NA's 11
Variance: 14.57
Shapiro-Wilk p-value: 0.003606 (not normal)
NA count: 11 

mean_ct

Summary statistics:

 Variable: mean_ct 
 Class: numeric
Min. 22.06
1st Qu. 29.00
Median 31.23
Mean 30.47
3rd Qu. 32.38
Max. 35.29
NA's 11
Variance: 13.58
Shapiro-Wilk p-value: 0.3713 (normal)
NA count: 11 

sd_ct

Summary statistics:

 Variable: sd_ct 
 Class: numeric
Min. 0.4482
1st Qu. 0.9641
Median 1.9256
Mean 2.7241
3rd Qu. 5.3519
Max. 6.3873
NA's 12
Variance: 4.764
Shapiro-Wilk p-value: 0.0214 (not normal)
NA count: 12 

season_sampling

Summary statistics:

 Variable: season_sampling 
 Class: factor
winter 9
spring 8
summer 3
autumn 5
Mode: winter
Proportion of levels: winter 0.36, spring 0.32, summer 0.12, autumn 0.20
Levels: winter, spring, summer, autumn
NA count: 0 

canton_factor

Summary statistics:

 Variable: canton_factor 
 Class: factor
North-West 1
Berne + Solothurn 9
East & Zurich 3
Romandy 3
Lucerne 9
Mode: Berne + Solothurn
Proportion of levels: North-West 0.04, Berne + Solothurn 0.36, East & Zurich 0.12, Romandy 0.12, Lucerne 0.36
Levels: North-West, Berne + Solothurn, East & Zurich, Romandy, Lucerne
NA count: 0 

herdsize

Summary statistics:

 Variable: herdsize 
 Class: integer
Min.   60.0
1st Qu.  233.0
Median  550.0
Mean  703.2
3rd Qu. 1000.0
Max. 2000.0
Variance: 311240
Shapiro-Wilk p-value: 0.008584 (not normal)
NA count: 0 

production_type_factor

Summary statistics:

 Variable: production_type_factor 
 Class: factor
1 16
2 3
3 2
4 4
5 0
Mode: 1
Proportion of levels: 1 0.64, 2 0.12, 3 0.08, 4 0.16, 5 0.00
Levels: 1, 2, 3, 4, 5
NA count: 0 

Farrowing_on_farm

Summary statistics:

 Variable: Farrowing_on_farm 
 Class: logical
FALSE 16
TRUE 9
Mode: FALSE
Proportion of levels: FALSE 0.64, TRUE 0.36
NA count: 0 

Isemination_on_farm

Summary statistics:

 Variable: Isemination_on_farm 
 Class: logical
FALSE 20
TRUE 5
Mode: FALSE
Proportion of levels: FALSE 0.80, TRUE 0.20
NA count: 0 

Gestation_on_farm

Summary statistics:

 Variable: Gestation_on_farm 
 Class: logical
FALSE 20
TRUE 5
Mode: FALSE
Proportion of levels: FALSE 0.80, TRUE 0.20
NA count: 0 

Weaners_on_farm

Summary statistics:

 Variable: Weaners_on_farm 
 Class: logical
FALSE 15
TRUE 10
Mode: FALSE
Proportion of levels: FALSE 0.60, TRUE 0.40
NA count: 0 

Fattening_on_farm

Summary statistics:

 Variable: Fattening_on_farm 
 Class: logical
FALSE 3
TRUE 22
Mode: TRUE
Proportion of levels: FALSE 0.12, TRUE 0.88
NA count: 0 

respiratory_signs

Summary statistics:

 Variable: respiratory_signs 
 Class: logical
TRUE 25
Mode: TRUE
Proportion of levels: TRUE 1.00
NA count: 0 

rectal_temperature_max

Summary statistics:

 Variable: rectal_temperature_max 
 Class: numeric
Min. 39.10
1st Qu. 40.25
Median 40.40
Mean 40.83
3rd Qu. 40.70
Max. 49.70
NA's 2
Variance: 4.301
Shapiro-Wilk p-value: 0.0000002099 (not normal)
NA count: 2 

rectal_temperature_avg

Summary statistics:

 Variable: rectal_temperature_avg 
 Class: numeric
Min. 38.90
1st Qu. 39.85
Median 40.00
Mean 40.01
3rd Qu. 40.25
Max. 42.10
NA's 2
Variance: 0.4594
Shapiro-Wilk p-value: 0.02114 (not normal)
NA count: 2 

horses_closeby

Summary statistics:

 Variable: horses_closeby 
 Class: logical
FALSE 23
TRUE 2
Mode: FALSE
Proportion of levels: FALSE 0.92, TRUE 0.08
NA count: 0 

dogs_closeby

Summary statistics:

 Variable: dogs_closeby 
 Class: logical
FALSE 11
TRUE 14
Mode: TRUE
Proportion of levels: FALSE 0.44, TRUE 0.56
NA count: 0 

chicken_closeby

Summary statistics:

 Variable: chicken_closeby 
 Class: logical
FALSE 13
TRUE 12
Mode: FALSE
Proportion of levels: FALSE 0.52, TRUE 0.48
NA count: 0 

turkey_closeby

Summary statistics:

 Variable: turkey_closeby 
 Class: logical
FALSE 25
Mode: FALSE
Proportion of levels: FALSE 1.00
NA count: 0 

cattle_closeby

Summary statistics:

 Variable: cattle_closeby 
 Class: logical
FALSE 12
TRUE 13
Mode: TRUE
Proportion of levels: FALSE 0.48, TRUE 0.52
NA count: 0 

cats_closeby

Summary statistics:

 Variable: cats_closeby 
 Class: logical
FALSE 7
TRUE 18
Mode: TRUE
Proportion of levels: FALSE 0.28, TRUE 0.72
NA count: 0 

proximity_to_other_pig_herd

Summary statistics:

 Variable: proximity_to_other_pig_herd 
 Class: logical
FALSE 7
TRUE 18
Mode: TRUE
Proportion of levels: FALSE 0.28, TRUE 0.72
NA count: 0 

proximity_to_other_poultry_herd

Summary statistics:

 Variable: proximity_to_other_poultry_herd 
 Class: logical
FALSE 4
TRUE 21
Mode: TRUE
Proportion of levels: FALSE 0.16, TRUE 0.84
NA count: 0 

number_suckling_piglets

Summary statistics:

 Variable: number_suckling_piglets 
 Class: integer
Min.  70.0
1st Qu. 170.0
Median 220.0
Mean 296.4
3rd Qu. 400.0
Max. 750.0
NA's 16
Variance: 43319
Shapiro-Wilk p-value: 0.1232 (normal)
NA count: 16 

number_weaners

Summary statistics:

 Variable: number_weaners 
 Class: integer
Min.  70.0
1st Qu. 167.2
Median 350.0
Mean 329.3
3rd Qu. 427.5
Max. 600.0
NA's 15
Variance: 36578
Shapiro-Wilk p-value: 0.4032 (normal)
NA count: 15 

number_fattening_pigs

Summary statistics:

 Variable: number_fattening_pigs 
 Class: integer
Min.    4.0
1st Qu.  135.0
Median  300.0
Mean  502.9
3rd Qu.  705.0
Max. 2000.0
NA's 3
Variance: 285982
Shapiro-Wilk p-value: 0.001568 (not normal)
NA count: 3 

number_young_sows

Summary statistics:

 Variable: number_young_sows 
 Class: integer
Min.  2.0
1st Qu. 14.0
Median 21.5
Mean 26.0
3rd Qu. 33.5
Max. 59.0
NA's 21
Variance: 576.7
Shapiro-Wilk p-value: 0.6578 (normal)
NA count: 21 

number_old_sows

Summary statistics:

 Variable: number_old_sows 
 Class: integer
Min.  12.00
1st Qu.  18.00
Median  40.00
Mean  49.22
3rd Qu.  60.00
Max. 125.00
NA's 16
Variance: 1406
Shapiro-Wilk p-value: 0.2317 (normal)
NA count: 16 

number_boars

Summary statistics:

 Variable: number_boars 
 Class: integer
Min. 1.0
1st Qu. 1.0
Median 1.0
Mean 1.4
3rd Qu. 2.0
Max. 2.0
NA's 20
Variance: 0.3
Shapiro-Wilk p-value: 0.00647 (not normal)
NA count: 20 

number_of_origins

Summary statistics:

 Variable: number_of_origins 
 Class: integer
Min.  1.00
1st Qu.  1.00
Median  2.00
Mean  3.25
3rd Qu.  4.25
Max. 12.00
NA's 1
Variance: 9.848
Shapiro-Wilk p-value: 0.00006538 (not normal)
NA count: 1 

quarantine_concept

Summary statistics:

 Variable: quarantine_concept 
 Class: logical
FALSE 9
TRUE 16
Mode: TRUE
Proportion of levels: FALSE 0.36, TRUE 0.64
NA count: 0 

quarantine_in_herd_contact

Summary statistics:

 Variable: quarantine_in_herd_contact 
 Class: logical
FALSE 18
TRUE 7
Mode: FALSE
Proportion of levels: FALSE 0.72, TRUE 0.28
NA count: 0 

herds_of_origin_respiratory_symptoms

Summary statistics:

 Variable: herds_of_origin_respiratory_symptoms 
 Class: logical
FALSE 23
TRUE 2
Mode: FALSE
Proportion of levels: FALSE 0.92, TRUE 0.08
NA count: 0 

production_cycle

Summary statistics:

 Variable: production_cycle 
 Class: factor
1 5
2 2
3 6
other 12
Mode: other
Proportion of levels: 1 0.20, 2 0.08, 3 0.24, other 0.48
Levels: 1, 2, 3, other
NA count: 0 

mode_stable_occupation_ai_centre

Summary statistics:

 Variable: mode_stable_occupation_ai_centre 
 Class: logical
FALSE 3
TRUE 2
Mode: FALSE
Proportion of levels: FALSE 0.60, TRUE 0.40
NA count: 20 

mode_stable_occupation_gestation_stable

Summary statistics:

 Variable: mode_stable_occupation_gestation_stable 
 Class: logical
FALSE 1
TRUE 4
Mode: TRUE
Proportion of levels: FALSE 0.20, TRUE 0.80
NA count: 20 

mode_stable_occupation_farrowing_stable

Summary statistics:

 Variable: mode_stable_occupation_farrowing_stable 
 Class: logical
FALSE 3
TRUE 6
Mode: TRUE
Proportion of levels: FALSE 0.33, TRUE 0.67
NA count: 16 

cross_fostering_farrowing_stable

Summary statistics:

 Variable: cross_fostering_farrowing_stable 
 Class: factor
1 4
2 2
3 3
NA's 16
Mode: 1
Proportion of levels: 1 0.44, 2 0.22, 3 0.33
Levels: 1, 2, 3
NA count: 16 

mode_stable_occupation_weaner_stable

Summary statistics:

 Variable: mode_stable_occupation_weaner_stable 
 Class: logical
FALSE 6
TRUE 4
Mode: FALSE
Proportion of levels: FALSE 0.60, TRUE 0.40
NA count: 15 

mode_stable_occupation_fattening_stable

Summary statistics:

 Variable: mode_stable_occupation_fattening_stable 
 Class: logical
FALSE 19
TRUE 4
Mode: FALSE
Proportion of levels: FALSE 0.83, TRUE 0.17
NA count: 2 

passing_through_other_age_group

Summary statistics:

 Variable: passing_through_other_age_group 
 Class: logical
FALSE 16
TRUE 9
Mode: FALSE
Proportion of levels: FALSE 0.64, TRUE 0.36
NA count: 0 

outside_area

Summary statistics:

 Variable: outside_area 
 Class: logical
FALSE 8
TRUE 17
Mode: TRUE
Proportion of levels: FALSE 0.32, TRUE 0.68
NA count: 0 

outside_area_ai_centre

Summary statistics:

 Variable: outside_area_ai_centre 
 Class: logical
FALSE 24
TRUE 1
Mode: FALSE
Proportion of levels: FALSE 0.96, TRUE 0.04
NA count: 0 

outside_area_gestation_stable

Summary statistics:

 Variable: outside_area_gestation_stable 
 Class: logical
FALSE 21
TRUE 4
Mode: FALSE
Proportion of levels: FALSE 0.84, TRUE 0.16
NA count: 0 

outside_area_farrowing_stable

Summary statistics:

 Variable: outside_area_farrowing_stable 
 Class: logical
FALSE 24
TRUE 1
Mode: FALSE
Proportion of levels: FALSE 0.96, TRUE 0.04
NA count: 0 

outside_area_weaner_stable

Summary statistics:

 Variable: outside_area_weaner_stable 
 Class: logical
FALSE 23
TRUE 2
Mode: FALSE
Proportion of levels: FALSE 0.92, TRUE 0.08
NA count: 0 

outside_area_fattening_stable

Summary statistics:

 Variable: outside_area_fattening_stable 
 Class: logical
FALSE 10
TRUE 15
Mode: TRUE
Proportion of levels: FALSE 0.40, TRUE 0.60
NA count: 0 

outside_area_contact_poultry

Summary statistics:

 Variable: outside_area_contact_poultry 
 Class: logical
FALSE 24
TRUE 1
Mode: FALSE
Proportion of levels: FALSE 0.96, TRUE 0.04
NA count: 0 

outside_area_contact_wild_birds

Summary statistics:

 Variable: outside_area_contact_wild_birds 
 Class: logical
FALSE 10
TRUE 15
Mode: TRUE
Proportion of levels: FALSE 0.40, TRUE 0.60
NA count: 0 

outside_area_contact_wild_boars

Summary statistics:

 Variable: outside_area_contact_wild_boars 
 Class: logical
FALSE 14
TRUE 11
Mode: FALSE
Proportion of levels: FALSE 0.56, TRUE 0.44
NA count: 0 

contact_bird_in_stable

Summary statistics:

 Variable: contact_bird_in_stable 
 Class: logical
FALSE 15
TRUE 10
Mode: FALSE
Proportion of levels: FALSE 0.60, TRUE 0.40
NA count: 0 

cleaning_ai_centre

Summary statistics:

 Variable: cleaning_ai_centre 
 Class: logical
FALSE 5
Mode: FALSE
Proportion of levels: FALSE 1.00
NA count: 20 

cleaning_gestation_stable

Summary statistics:

 Variable: cleaning_gestation_stable 
 Class: logical
FALSE 2
TRUE 3
Mode: TRUE
Proportion of levels: FALSE 0.40, TRUE 0.60
NA count: 20 

cleaning_farrowing_stable

Summary statistics:

 Variable: cleaning_farrowing_stable 
 Class: logical
FALSE 1
TRUE 8
Mode: TRUE
Proportion of levels: FALSE 0.11, TRUE 0.89
NA count: 16 

cleaning_weaner_stable

Summary statistics:

 Variable: cleaning_weaner_stable 
 Class: logical
FALSE 2
TRUE 8
Mode: TRUE
Proportion of levels: FALSE 0.20, TRUE 0.80
NA count: 15 

cleaning_fattening_stable

Summary statistics:

 Variable: cleaning_fattening_stable 
 Class: factor
1 4
2 10
3 8
NA's 3
Mode: 2
Proportion of levels: 1 0.18, 2 0.45, 3 0.36
Levels: 1, 2, 3
NA count: 3 

cleaning_quarantine

Summary statistics:

 Variable: cleaning_quarantine 
 Class: logical
FALSE 3
Mode: FALSE
Proportion of levels: FALSE 1.00
NA count: 22 

disinfection_ai_centre

Summary statistics:

 Variable: disinfection_ai_centre 
 Class: logical
FALSE 5
Mode: FALSE
Proportion of levels: FALSE 1.00
NA count: 20 

disinfection_farrowing_stable

Summary statistics:

 Variable: disinfection_farrowing_stable 
 Class: logical
TRUE 9
Mode: TRUE
Proportion of levels: TRUE 1.00
NA count: 16 

disinfection_weaner_stable

Summary statistics:

 Variable: disinfection_weaner_stable 
 Class: logical
TRUE 10
Mode: TRUE
Proportion of levels: TRUE 1.00
NA count: 15 

disinfection_fattening_stable

Summary statistics:

 Variable: disinfection_fattening_stable 
 Class: logical
FALSE 20
TRUE 2
Mode: FALSE
Proportion of levels: FALSE 0.91, TRUE 0.09
NA count: 3 

drying_ai_centre

Summary statistics:

 Variable: drying_ai_centre 
 Class: logical
TRUE 5
Mode: TRUE
Proportion of levels: TRUE 1.00
NA count: 20 

drying_gestation_stable

Summary statistics:

 Variable: drying_gestation_stable 
 Class: logical
FALSE 3
TRUE 2
Mode: FALSE
Proportion of levels: FALSE 0.60, TRUE 0.40
NA count: 20 

drying_farrowing_stable

Summary statistics:

 Variable: drying_farrowing_stable 
 Class: logical
FALSE 2
TRUE 7
Mode: TRUE
Proportion of levels: FALSE 0.22, TRUE 0.78
NA count: 16 

drying_weaner_stable

Summary statistics:

 Variable: drying_weaner_stable 
 Class: logical
FALSE 2
TRUE 8
Mode: TRUE
Proportion of levels: FALSE 0.20, TRUE 0.80
NA count: 15 

drying_fattening_stable

Summary statistics:

 Variable: drying_fattening_stable 
 Class: factor
1 6
2 6
3 10
NA's 3
Mode: 3
Proportion of levels: 1 0.27, 2 0.27, 3 0.45
Levels: 1, 2, 3
NA count: 3 

drying_quarantine

Summary statistics:

 Variable: drying_quarantine 
 Class: logical
FALSE 2
TRUE 1
Mode: FALSE
Proportion of levels: FALSE 0.67, TRUE 0.33
NA count: 22 

cleaning_disinfection_transport_vehicle

Summary statistics:

 Variable: cleaning_disinfection_transport_vehicle 
 Class: logical
FALSE 2
TRUE 20
Mode: TRUE
Proportion of levels: FALSE 0.09, TRUE 0.91
NA count: 3 

cleaning_shipment_area

Summary statistics:

 Variable: cleaning_shipment_area 
 Class: logical
FALSE 15
TRUE 9
Mode: FALSE
Proportion of levels: FALSE 0.62, TRUE 0.38
NA count: 1 

caretaker_number

Summary statistics:

 Variable: caretaker_number 
 Class: integer
Min. 1.00
1st Qu. 2.00
Median 2.00
Mean 2.16
3rd Qu. 3.00
Max. 3.00
Variance: 0.4733
Shapiro-Wilk p-value: 0.0002267 (not normal)
NA count: 0 

caretaker_ppe_stable

Summary statistics:

 Variable: caretaker_ppe_stable 
 Class: logical
FALSE 9
TRUE 16
Mode: TRUE
Proportion of levels: FALSE 0.36, TRUE 0.64
NA count: 0 

caretaker_ppe_washing_interval

Summary statistics:

 Variable: caretaker_ppe_washing_interval 
 Class: logical
FALSE 2
TRUE 22
Mode: TRUE
Proportion of levels: FALSE 0.08, TRUE 0.92
NA count: 1 

caretaker_ppe_per_unit

Summary statistics:

 Variable: caretaker_ppe_per_unit 
 Class: logical
FALSE 23
TRUE 2
Mode: FALSE
Proportion of levels: FALSE 0.92, TRUE 0.08
NA count: 0 

caretaker_per_unit

Summary statistics:

 Variable: caretaker_per_unit 
 Class: logical
FALSE 25
Mode: FALSE
Proportion of levels: FALSE 1.00
NA count: 0 

caretaker_work_flow_hygiene_between_units

Summary statistics:

 Variable: caretaker_work_flow_hygiene_between_units 
 Class: logical
FALSE 17
TRUE 8
Mode: FALSE
Proportion of levels: FALSE 0.68, TRUE 0.32
NA count: 0 

caretaker_entry_ppe_only

Summary statistics:

 Variable: caretaker_entry_ppe_only 
 Class: logical
FALSE 13
TRUE 12
Mode: FALSE
Proportion of levels: FALSE 0.52, TRUE 0.48
NA count: 0 

caretaker_disease_management

Summary statistics:

 Variable: caretaker_disease_management 
 Class: logical
FALSE 20
TRUE 5
Mode: FALSE
Proportion of levels: FALSE 0.80, TRUE 0.20
NA count: 0 

caretaker_hands_washed_before_entry

Summary statistics:

 Variable: caretaker_hands_washed_before_entry 
 Class: logical
FALSE 12
TRUE 13
Mode: TRUE
Proportion of levels: FALSE 0.48, TRUE 0.52
NA count: 0 

caretaker_boot_disinfection

Summary statistics:

 Variable: caretaker_boot_disinfection 
 Class: logical
FALSE 21
TRUE 4
Mode: FALSE
Proportion of levels: FALSE 0.84, TRUE 0.16
NA count: 0 

caretaker_contact_other_pigs

Summary statistics:

 Variable: caretaker_contact_other_pigs 
 Class: logical
FALSE 18
TRUE 4
Mode: FALSE
Proportion of levels: FALSE 0.82, TRUE 0.18
NA count: 3 

caretaker_contact_poultry

Summary statistics:

 Variable: caretaker_contact_poultry 
 Class: logical
FALSE 15
TRUE 2
Mode: FALSE
Proportion of levels: FALSE 0.88, TRUE 0.12
NA count: 8 

visitors_cumulative_contact_hours

Summary statistics:

 Variable: visitors_cumulative_contact_hours 
 Class: numeric
Min.  1.00
1st Qu.  2.00
Median  3.00
Mean  3.96
3rd Qu.  5.00
Max. 10.00
Variance: 6.873
Shapiro-Wilk p-value: 0.004644 (not normal)
NA count: 0 

visitors_list

Summary statistics:

 Variable: visitors_list 
 Class: logical
FALSE 3
TRUE 22
Mode: TRUE
Proportion of levels: FALSE 0.12, TRUE 0.88
NA count: 0 

ppe_visitors

Summary statistics:

 Variable: ppe_visitors 
 Class: logical
FALSE 2
TRUE 23
Mode: TRUE
Proportion of levels: FALSE 0.08, TRUE 0.92
NA count: 0 

visitors_hands_washed_before_entry

Summary statistics:

 Variable: visitors_hands_washed_before_entry 
 Class: logical
FALSE 18
TRUE 7
Mode: FALSE
Proportion of levels: FALSE 0.72, TRUE 0.28
NA count: 0 

visitors_disease_management

Summary statistics:

 Variable: visitors_disease_management 
 Class: logical
FALSE 7
TRUE 1
Mode: FALSE
Proportion of levels: FALSE 0.88, TRUE 0.12
NA count: 17 

visitors_contact_other_pigs

Summary statistics:

 Variable: visitors_contact_other_pigs 
 Class: logical
FALSE 5
TRUE 12
Mode: TRUE
Proportion of levels: FALSE 0.29, TRUE 0.71
NA count: 8 

return_to_service_rate

Summary statistics:

 Variable: return_to_service_rate 
 Class: logical
TRUE 3
Mode: TRUE
Proportion of levels: TRUE 1.00
NA count: 22 

farrowing_rate

Summary statistics:

 Variable: farrowing_rate 
 Class: logical
FALSE 2
TRUE 3
Mode: TRUE
Proportion of levels: FALSE 0.40, TRUE 0.60
NA count: 20 

piglets_per_sow_year

Summary statistics:

 Variable: piglets_per_sow_year 
 Class: logical
FALSE 2
TRUE 4
Mode: TRUE
Proportion of levels: FALSE 0.33, TRUE 0.67
NA count: 19 

abortions_per_sow_year

Summary statistics:

 Variable: abortions_per_sow_year 
 Class: logical
TRUE 6
Mode: TRUE
Proportion of levels: TRUE 1.00
NA count: 19 

piglet_mortality

Summary statistics:

 Variable: piglet_mortality 
 Class: logical
FALSE 3
TRUE 3
Mode: FALSE
Proportion of levels: FALSE 0.50, TRUE 0.50
NA count: 19 

feed_conversion_rate_fattening_pigs

Summary statistics:

 Variable: feed_conversion_rate_fattening_pigs 
 Class: logical
FALSE 1
TRUE 8
Mode: TRUE
Proportion of levels: FALSE 0.11, TRUE 0.89
NA count: 16 

respiratory_history_swine

Summary statistics:

 Variable: respiratory_history_swine 
 Class: factor
1 3
2 4
3 14
NA's 4
Mode: 3
Proportion of levels: 1 0.14, 2 0.19, 3 0.67
Levels: 1, 2, 3
NA count: 4 

time_respiratory_disease

Summary statistics:

 Variable: time_respiratory_disease 
 Class: logical
FALSE 2
TRUE 10
Mode: TRUE
Proportion of levels: FALSE 0.17, TRUE 0.83
NA count: 13 

frequency_respi_outbreak

Summary statistics:

 Variable: frequency_respi_outbreak 
 Class: factor
rarely or never 15
seasonal 6
regular 4
Mode: rarely or never
Proportion of levels: rarely or never 0.60, seasonal 0.24, regular 0.16
Levels: rarely or never, seasonal, regular
NA count: 0 

start_time_current_outbreak

Summary statistics:

 Variable: start_time_current_outbreak 
 Class: integer
Min.  2.000
1st Qu.  4.250
Median  6.000
Mean  7.909
3rd Qu.  7.000
Max. 30.000
NA's 3
Variance: 47.42
Shapiro-Wilk p-value: 0.000002879 (not normal)
NA count: 3 

outbreak_since_examination

Summary statistics:

 Variable: outbreak_since_examination 
 Class: logical
FALSE 19
TRUE 6
Mode: FALSE
Proportion of levels: FALSE 0.76, TRUE 0.24
NA count: 0 

suckling_piglets_diseased

Summary statistics:

 Variable: suckling_piglets_diseased 
 Class: logical
FALSE 23
TRUE 2
Mode: FALSE
Proportion of levels: FALSE 0.92, TRUE 0.08
NA count: 0 

weaners_diseased

Summary statistics:

 Variable: weaners_diseased 
 Class: logical
FALSE 16
TRUE 9
Mode: FALSE
Proportion of levels: FALSE 0.64, TRUE 0.36
NA count: 0 

fattening_pigs_diseased

Summary statistics:

 Variable: fattening_pigs_diseased 
 Class: logical
FALSE 7
TRUE 18
Mode: TRUE
Proportion of levels: FALSE 0.28, TRUE 0.72
NA count: 0 

old_sows_diseased

Summary statistics:

 Variable: old_sows_diseased 
 Class: logical
FALSE 23
TRUE 2
Mode: FALSE
Proportion of levels: FALSE 0.92, TRUE 0.08
NA count: 0 

symptom_swine_sneezing

Summary statistics:

 Variable: symptom_swine_sneezing 
 Class: logical
FALSE 14
TRUE 11
Mode: FALSE
Proportion of levels: FALSE 0.56, TRUE 0.44
NA count: 0 

symptom_swine_coughing

Summary statistics:

 Variable: symptom_swine_coughing 
 Class: logical
TRUE 25
Mode: TRUE
Proportion of levels: TRUE 1.00
NA count: 0 

symptom_swine_nasal_discharge

Summary statistics:

 Variable: symptom_swine_nasal_discharge 
 Class: logical
FALSE 18
TRUE 7
Mode: FALSE
Proportion of levels: FALSE 0.72, TRUE 0.28
NA count: 0 

symptom_swine_fever

Summary statistics:

 Variable: symptom_swine_fever 
 Class: logical
FALSE 13
TRUE 12
Mode: FALSE
Proportion of levels: FALSE 0.52, TRUE 0.48
NA count: 0 

symptom_swine_feed_intake_red

Summary statistics:

 Variable: symptom_swine_feed_intake_red 
 Class: logical
FALSE 11
TRUE 14
Mode: TRUE
Proportion of levels: FALSE 0.44, TRUE 0.56
NA count: 0 

symptom_swine_apathy

Summary statistics:

 Variable: symptom_swine_apathy 
 Class: logical
FALSE 15
TRUE 10
Mode: FALSE
Proportion of levels: FALSE 0.60, TRUE 0.40
NA count: 0 

symptom_swine_dyspnoea

Summary statistics:

 Variable: symptom_swine_dyspnoea 
 Class: logical
FALSE 17
TRUE 8
Mode: FALSE
Proportion of levels: FALSE 0.68, TRUE 0.32
NA count: 0 

vet_consultation

Summary statistics:

 Variable: vet_consultation 
 Class: logical
FALSE 8
TRUE 17
Mode: TRUE
Proportion of levels: FALSE 0.32, TRUE 0.68
NA count: 0 

influenza_diagnosis

Summary statistics:

 Variable: influenza_diagnosis 
 Class: logical
FALSE 25
Mode: FALSE
Proportion of levels: FALSE 1.00
NA count: 0 

influenza_vaccination

Summary statistics:

 Variable: influenza_vaccination 
 Class: logical
FALSE 23
TRUE 2
Mode: FALSE
Proportion of levels: FALSE 0.92, TRUE 0.08
NA count: 0 

respiratory_history_human

Summary statistics:

 Variable: respiratory_history_human 
 Class: logical
FALSE 18
TRUE 7
Mode: FALSE
Proportion of levels: FALSE 0.72, TRUE 0.28
NA count: 0 

respiratory_history_contact_person

Summary statistics:

 Variable: respiratory_history_contact_person 
 Class: logical
FALSE 18
TRUE 7
Mode: FALSE
Proportion of levels: FALSE 0.72, TRUE 0.28
NA count: 0 

starting_point_current_disease

Summary statistics:

 Variable: starting_point_current_disease 
 Class: integer
Min.  3.00
1st Qu.  7.00
Median 10.00
Mean 10.11
3rd Qu. 14.00
Max. 21.00
NA's 16
Variance: 33.11
Shapiro-Wilk p-value: 0.6537 (normal)
NA count: 16 

symptom_human_sneezing

Summary statistics:

 Variable: symptom_human_sneezing 
 Class: logical
FALSE 17
TRUE 8
Mode: FALSE
Proportion of levels: FALSE 0.68, TRUE 0.32
NA count: 0 

symptom_human_coughing

Summary statistics:

 Variable: symptom_human_coughing 
 Class: logical
FALSE 16
TRUE 9
Mode: FALSE
Proportion of levels: FALSE 0.64, TRUE 0.36
NA count: 0 

symptom_human_bronchitis

Summary statistics:

 Variable: symptom_human_bronchitis 
 Class: logical
FALSE 24
TRUE 1
Mode: FALSE
Proportion of levels: FALSE 0.96, TRUE 0.04
NA count: 0 

symptom_human_pneumonia

Summary statistics:

 Variable: symptom_human_pneumonia 
 Class: logical
FALSE 24
TRUE 1
Mode: FALSE
Proportion of levels: FALSE 0.96, TRUE 0.04
NA count: 0 

symptom_human_fever

Summary statistics:

 Variable: symptom_human_fever 
 Class: logical
FALSE 21
TRUE 4
Mode: FALSE
Proportion of levels: FALSE 0.84, TRUE 0.16
NA count: 0 

symptom_human_headache

Summary statistics:

 Variable: symptom_human_headache 
 Class: logical
FALSE 22
TRUE 3
Mode: FALSE
Proportion of levels: FALSE 0.88, TRUE 0.12
NA count: 0 

symptom_human_myalgia

Summary statistics:

 Variable: symptom_human_myalgia 
 Class: logical
FALSE 23
TRUE 2
Mode: FALSE
Proportion of levels: FALSE 0.92, TRUE 0.08
NA count: 0 

symptom_severity

Summary statistics:

 Variable: symptom_severity 
 Class: logical
FALSE 7
TRUE 3
Mode: FALSE
Proportion of levels: FALSE 0.70, TRUE 0.30
NA count: 15 

physician_consultation

Summary statistics:

 Variable: physician_consultation 
 Class: logical
FALSE 24
TRUE 1
Mode: FALSE
Proportion of levels: FALSE 0.96, TRUE 0.04
NA count: 0 

flu_vaccination_contacts

Summary statistics:

 Variable: flu_vaccination_contacts 
 Class: logical
FALSE 23
TRUE 2
Mode: FALSE
Proportion of levels: FALSE 0.92, TRUE 0.08
NA count: 0 

chronic_disease_condition

Summary statistics:

 Variable: chronic_disease_condition 
 Class: logical
FALSE 22
TRUE 3
Mode: FALSE
Proportion of levels: FALSE 0.88, TRUE 0.12
NA count: 0 

smoker

Summary statistics:

 Variable: smoker 
 Class: logical
FALSE 18
TRUE 7
Mode: FALSE
Proportion of levels: FALSE 0.72, TRUE 0.28
NA count: 0 

Age_weeks_factor

Summary statistics:

 Variable: Age_weeks_factor 
 Class: factor
suckling_piglets (1–8w) 2
weaners (4–10w) 7
fatteners (11–14w) 10
fatteners (15–18w) 3
fatteners (≥19w) 3
Mode: fatteners (11–14w)
Proportion of levels: suckling_piglets (1–8w) 0.08, weaners (4–10w) 0.28, fatteners (11–14w) 0.40, fatteners (15–18w) 0.12, fatteners (≥19w) 0.12
Levels: suckling_piglets (1–8w), weaners (4–10w), fatteners (11–14w), fatteners (15–18w), fatteners (≥19w)
NA count: 0 

separation_quarantine_area

Summary statistics:

 Variable: separation_quarantine_area 
 Class: factor
1 2
2 1
3 20
NA's 2
Mode: 3
Proportion of levels: 1 0.09, 2 0.04, 3 0.87
Levels: 1, 2, 3
NA count: 2 

bird_nests

Summary statistics:

 Variable: bird_nests 
 Class: logical
FALSE 20
TRUE 5
Mode: FALSE
Proportion of levels: FALSE 0.80, TRUE 0.20
NA count: 0 

farrowing_piglets_reduced_general_wellbeing

Summary statistics:

 Variable: farrowing_piglets_reduced_general_wellbeing 
 Class: logical
FALSE 8
TRUE 1
Mode: FALSE
Proportion of levels: FALSE 0.89, TRUE 0.11
NA count: 16 

farrowing_piglets_sneezing

Summary statistics:

 Variable: farrowing_piglets_sneezing 
 Class: numeric
Min.  0.000
1st Qu.  0.000
Median  0.000
Mean  8.667
3rd Qu. 10.000
Max. 33.000
NA's 16
Variance: 179.8
Shapiro-Wilk p-value: 0.001238 (not normal)
NA count: 16 

farrowing_piglets_coughing

Summary statistics:

 Variable: farrowing_piglets_coughing 
 Class: numeric
Min.  0.000
1st Qu.  0.000
Median  1.000
Mean  9.222
3rd Qu.  5.000
Max. 42.000
NA's 16
Variance: 264.7
Shapiro-Wilk p-value: 0.0002322 (not normal)
NA count: 16 

farrowing_room_temperature

Summary statistics:

 Variable: farrowing_room_temperature 
 Class: numeric
Min.  4.00
1st Qu. 15.47
Median 16.90
Mean 15.05
3rd Qu. 18.32
Max. 18.70
NA's 19
Variance: 31.17
Shapiro-Wilk p-value: 0.007602 (not normal)
NA count: 19 

farrowing_nest_temperature_ok

Summary statistics:

 Variable: farrowing_nest_temperature_ok 
 Class: logical
FALSE 1
TRUE 7
Mode: TRUE
Proportion of levels: FALSE 0.12, TRUE 0.88
NA count: 17 

farrowing_airflow

Summary statistics:

 Variable: farrowing_airflow 
 Class: numeric
Min. 0.0500
1st Qu. 0.1050
Median 0.1500
Mean 0.1417
3rd Qu. 0.1950
Max. 0.2000
NA's 19
Variance: 0.003777
Shapiro-Wilk p-value: 0.3309 (normal)
NA count: 19 

farrowing_air_quality

Summary statistics:

 Variable: farrowing_air_quality 
 Class: factor
1 1
2 6
3 2
NA's 16
Mode: 2
Proportion of levels: 1 0.11, 2 0.67, 3 0.22
Levels: 1, 2, 3
NA count: 16 

farrowing_airspace_with_other_agegroup

Summary statistics:

 Variable: farrowing_airspace_with_other_agegroup 
 Class: factor
1 3
2 2
3 4
NA's 16
Mode: 3
Proportion of levels: 1 0.33, 2 0.22, 3 0.44
Levels: 1, 2, 3
NA count: 16 

ai_sows_room_temperature

Summary statistics:

 Variable: ai_sows_room_temperature 
 Class: numeric
Min. 11.00
1st Qu. 12.75
Median 14.50
Mean 14.50
3rd Qu. 16.25
Max. 18.00
NA's 23
Variance: 24.5
Shapiro-Wilk test not applicable (n<3 or n>5000)
NA count: 23 

ai_sows_airflow

Summary statistics:

 Variable: ai_sows_airflow 
 Class: numeric
Min. 0.10
1st Qu. 0.12
Median 0.14
Mean 0.14
3rd Qu. 0.16
Max. 0.18
NA's 23
Variance: 0.0032
Shapiro-Wilk test not applicable (n<3 or n>5000)
NA count: 23 

ai_sows_air_quality

Summary statistics:

 Variable: ai_sows_air_quality 
 Class: factor
2 4
NA's 21
Mode: 2
Proportion of levels: 2 1.00
Levels: 2
NA count: 21 

ai_airspace_with_other_agegroup

Summary statistics:

 Variable: ai_airspace_with_other_agegroup 
 Class: logical
TRUE 1
Mode: TRUE
Proportion of levels: TRUE 1.00
NA count: 24 

gestation_sows_qm_per_animal

Summary statistics:

 Variable: gestation_sows_qm_per_animal 
 Class: numeric
Min. 2.50
1st Qu. 2.50
Median 2.85
Mean 3.53
3rd Qu. 3.64
Max. 6.16
NA's 20
Variance: 2.378
Shapiro-Wilk p-value: 0.04576 (not normal)
NA count: 20 

gestation_sows_animals_per_water_source

Summary statistics:

 Variable: gestation_sows_animals_per_water_source 
 Class: numeric
Min.  2
1st Qu.  4
Median 10
Mean  8
3rd Qu. 12
Max. 12
NA's 20
Variance: 22
Shapiro-Wilk p-value: 0.1542 (normal)
NA count: 20 

gestation_sows_room_temperature

Summary statistics:

 Variable: gestation_sows_room_temperature 
 Class: numeric
Min.  7.50
1st Qu.  9.25
Median 11.00
Mean 12.83
3rd Qu. 15.50
Max. 20.00
NA's 22
Variance: 41.58
Shapiro-Wilk p-value: 0.5249 (normal)
NA count: 22 

gestation_sows_airflow

Summary statistics:

 Variable: gestation_sows_airflow 
 Class: numeric
Min. 0.050
1st Qu. 0.075
Median 0.100
Mean 0.100
3rd Qu. 0.125
Max. 0.150
NA's 22
Variance: 0.0025
Shapiro-Wilk p-value: 1 (normal)
NA count: 22 

gestation_sows_air_quality

Summary statistics:

 Variable: gestation_sows_air_quality 
 Class: factor
1 1
2 3
3 1
NA's 20
Mode: 2
Proportion of levels: 1 0.20, 2 0.60, 3 0.20
Levels: 1, 2, 3
NA count: 20 

gestation_sows_airspace_with_other_agegroup

Summary statistics:

 Variable: gestation_sows_airspace_with_other_agegroup 
 Class: factor
1 2
2 1
3 2
NA's 20
Mode: 1
Proportion of levels: 1 0.40, 2 0.20, 3 0.40
Levels: 1, 2, 3
NA count: 20 

weaners_reduced_general_wellbeing

Summary statistics:

 Variable: weaners_reduced_general_wellbeing 
 Class: logical
FALSE 8
TRUE 2
Mode: FALSE
Proportion of levels: FALSE 0.80, TRUE 0.20
NA count: 15 

weaners_sneezing

Summary statistics:

 Variable: weaners_sneezing 
 Class: numeric
Min.  0.000
1st Qu.  2.825
Median  5.900
Mean 12.450
3rd Qu. 12.950
Max. 45.800
NA's 19
Variance: 293.2
Shapiro-Wilk p-value: 0.02109 (not normal)
NA count: 19 

weaners_coughing

Summary statistics:

 Variable: weaners_coughing 
 Class: numeric
Min.  0.000
1st Qu.  3.175
Median  5.050
Mean  5.233
3rd Qu.  7.450
Max. 10.500
NA's 19
Variance: 13.98
Shapiro-Wilk p-value: 0.9987 (normal)
NA count: 19 

weaners_discharge

Summary statistics:

 Variable: weaners_discharge 
 Class: logical
FALSE 9
TRUE 1
Mode: FALSE
Proportion of levels: FALSE 0.90, TRUE 0.10
NA count: 15 

weaners_qm_per_animal

Summary statistics:

 Variable: weaners_qm_per_animal 
 Class: numeric
Min. 0.2000
1st Qu. 0.3050
Median 0.3550
Mean 0.5090
3rd Qu. 0.4675
Max. 1.9500
NA's 15
Variance: 0.2683
Shapiro-Wilk p-value: 0.00001973 (not normal)
NA count: 15 

weaners_animals_per_feeding_site_factor

Summary statistics:

 Variable: weaners_animals_per_feeding_site_factor 
 Class: factor
<20 1
<30 1
<40 4
>40 3
trough 1
NA's 15
Mode: <40
Proportion of levels: <20 0.10, <30 0.10, <40 0.40, >40 0.30, trough 0.10
Levels: <20, <30, <40, >40, trough
NA count: 15 

weaners_animals_per_water_source

Summary statistics:

 Variable: weaners_animals_per_water_source 
 Class: numeric
Min.  6.000
1st Qu.  9.812
Median 11.000
Mean 13.675
3rd Qu. 14.250
Max. 30.000
NA's 15
Variance: 57.11
Shapiro-Wilk p-value: 0.02286 (not normal)
NA count: 15 

weaners_room_temperature

Summary statistics:

 Variable: weaners_room_temperature 
 Class: numeric
Min.  7.50
1st Qu. 14.60
Median 17.80
Mean 16.74
3rd Qu. 20.45
Max. 21.80
NA's 18
Variance: 27.24
Shapiro-Wilk p-value: 0.2674 (normal)
NA count: 18 

weaners_airflow

Summary statistics:

 Variable: weaners_airflow 
 Class: numeric
Min. 0.05000
1st Qu. 0.07500
Median 0.10000
Mean 0.09857
3rd Qu. 0.10500
Max. 0.18000
NA's 18
Variance: 0.001914
Shapiro-Wilk p-value: 0.1408 (normal)
NA count: 18 

weaners_air_quality

Summary statistics:

 Variable: weaners_air_quality 
 Class: logical
FALSE 6
TRUE 4
Mode: FALSE
Proportion of levels: FALSE 0.60, TRUE 0.40
NA count: 15 

weaners_airspace_with_other_agegroup

Summary statistics:

 Variable: weaners_airspace_with_other_agegroup 
 Class: factor
2 4
3 2
4 4
NA's 15
Mode: 2
Proportion of levels: 2 0.40, 3 0.20, 4 0.40
Levels: 2, 3, 4
NA count: 15 

fattening_pigs_reduced_general_wellbeing

Summary statistics:

 Variable: fattening_pigs_reduced_general_wellbeing 
 Class: logical
FALSE 9
TRUE 11
Mode: TRUE
Proportion of levels: FALSE 0.45, TRUE 0.55
NA count: 5 

fattening_pigs_sneezing

Summary statistics:

 Variable: fattening_pigs_sneezing 
 Class: numeric
Min.  0.000
1st Qu.  0.600
Median  1.750
Mean  2.331
3rd Qu.  2.825
Max. 10.000
NA's 9
Variance: 6.816
Shapiro-Wilk p-value: 0.003066 (not normal)
NA count: 9 

fattening_pigs_coughing

Summary statistics:

 Variable: fattening_pigs_coughing 
 Class: numeric
Min. 0.000
1st Qu. 2.795
Median 5.000
Mean 4.916
3rd Qu. 7.050
Max. 9.400
NA's 9
Variance: 8.074
Shapiro-Wilk p-value: 0.7839 (normal)
NA count: 9 

fattening_pigs_qm_per_animal

Summary statistics:

 Variable: fattening_pigs_qm_per_animal 
 Class: numeric
Min. 0.460
1st Qu. 0.710
Median 0.800
Mean 1.071
3rd Qu. 1.330
Max. 2.500
NA's 8
Variance: 0.3185
Shapiro-Wilk p-value: 0.01743 (not normal)
NA count: 8 

fattening_pigs_feeding_site_per_animal_factor

Summary statistics:

 Variable: fattening_pigs_feeding_site_per_animal_factor 
 Class: factor
under 25 Animals/feeder 4
over 25 Animals/feeder 4
under 25cm trough/animal 1
over 25cm trough/animal 7
Other 4
NA 5
Mode: over 25cm trough/animal
Proportion of levels: under 25 Animals/feeder 0.16, over 25 Animals/feeder 0.16, under 25cm trough/animal 0.04, over 25cm trough/animal 0.28, Other 0.16, NA 0.20
Levels: under 25 Animals/feeder, over 25 Animals/feeder, under 25cm trough/animal, over 25cm trough/animal, Other, NA
NA count: 0 

fattening_pigs_animals_per_water_source

Summary statistics:

 Variable: fattening_pigs_animals_per_water_source 
 Class: numeric
Min.  5.00
1st Qu. 10.47
Median 12.75
Mean 13.49
3rd Qu. 16.52
Max. 22.50
NA's 7
Variance: 23.47
Shapiro-Wilk p-value: 0.9432 (normal)
NA count: 7 

fattening_pigs_room_temperature

Summary statistics:

 Variable: fattening_pigs_room_temperature 
 Class: numeric
Min. 13.20
1st Qu. 16.80
Median 17.80
Mean 18.35
3rd Qu. 19.70
Max. 23.90
NA's 10
Variance: 8.691
Shapiro-Wilk p-value: 0.9263 (normal)
NA count: 10 

fattening_pigs_airflow

Summary statistics:

 Variable: fattening_pigs_airflow 
 Class: numeric
Min. 0.0700
1st Qu. 0.1000
Median 0.2000
Mean 0.2231
3rd Qu. 0.3000
Max. 0.5000
NA's 12
Variance: 0.02049
Shapiro-Wilk p-value: 0.03297 (not normal)
NA count: 12 

fattening_pigs_air_quality

Summary statistics:

 Variable: fattening_pigs_air_quality 
 Class: factor
1 2
2 12
3 6
NA's 5
Mode: 2
Proportion of levels: 1 0.10, 2 0.60, 3 0.30
Levels: 1, 2, 3
NA count: 5 

fattening_pigs_airspace_with_other_agegroup

Summary statistics:

 Variable: fattening_pigs_airspace_with_other_agegroup 
 Class: factor
1 15
2 2
3 1
4 2
NA's 5
Mode: 1
Proportion of levels: 1 0.75, 2 0.10, 3 0.05, 4 0.10
Levels: 1, 2, 3, 4
NA count: 5 

report_killed_weaners

Summary statistics:

 Variable: report_killed_weaners 
 Class: logical
FALSE 23
TRUE 2
Mode: FALSE
Proportion of levels: FALSE 0.92, TRUE 0.08
NA count: 0 

report_killed_fattening_pigs

Summary statistics:

 Variable: report_killed_fattening_pigs 
 Class: logical
FALSE 23
TRUE 2
Mode: FALSE
Proportion of levels: FALSE 0.92, TRUE 0.08
NA count: 0 


Exposures

Session Information

## Generated by: jonasalexandersteiner
## Generated on: 2025-07-11 18:00:19
## Locale: LC_COLLATE=en_US.UTF-8;LC_CTYPE=en_US.UTF-8;LC_MONETARY=en_US.UTF-8;LC_NUMERIC=C;LC_TIME=en_US.UTF-8
## Dataset dimensions: 25 rows x 178 columns
##  [1] "binom"      "patchwork"  "ggbeeswarm" "gridExtra"  "GGally"     "skimr"      "openxlsx"   "deeplr"     "kableExtra" "knitr"      "broom"      "DT"         "janitor"    "writexl"   
## [15] "readxl"     "haven"      "lubridate"  "forcats"    "stringr"    "purrr"      "readr"      "tidyr"      "tibble"     "tidyverse"  "scales"     "ggplot2"    "dplyr"      "pacman"